Dataset statistics
| Number of variables | 28 |
|---|---|
| Number of observations | 15211 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 2 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 3.2 MiB |
| Average record size in memory | 224.0 B |
Variable types
| CAT | 16 |
|---|---|
| NUM | 12 |
Reproduction
| Analysis started | 2020-06-05 02:43:16.729964 |
|---|---|
| Analysis finished | 2020-06-05 02:43:41.782960 |
| Duration | 25.05 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
| Dataset has 2 (< 0.1%) duplicate rows | Duplicates |
injury_city has a high cardinality: 1330 distinct values | High cardinality |
injury_postal has a high cardinality: 1824 distinct values | High cardinality |
injury_state_code has a high cardinality: 53 distinct values | High cardinality |
severity_index_code is highly skewed (γ1 = -20.44536795) | Skewed |
Dependent has 2689 (17.7%) zeros | Zeros |
diff_carrier_employer has 3172 (20.9%) zeros | Zeros |
diff_employer_injury has 11197 (73.6%) zeros | Zeros |
| Distinct count | 4828 |
|---|---|
| Unique (%) | 31.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6086.151140621919 |
|---|---|
| Minimum | 0 |
| Maximum | 172488 |
| Zeros | 2689 |
| Zeros (%) | 17.7% |
| Memory size | 118.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 150 |
| median | 434 |
| Q3 | 1597.5 |
| 95-th percentile | 37133.5 |
| Maximum | 172488 |
| Range | 172488 |
| Interquartile range (IQR) | 1447.5 |
Descriptive statistics
| Standard deviation | 19617.156 |
|---|---|
| Coefficient of variation (CV) | 3.223244961 |
| Kurtosis | 27.01123325 |
| Mean | 6086.151141 |
| Median Absolute Deviation (MAD) | 434 |
| Skewness | 4.921950644 |
| Sum | 92576445 |
| Variance | 384832809.3 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 2689 | 17.7% | |
| 154 | 42 | 0.3% | |
| 150 | 32 | 0.2% | |
| 222 | 28 | 0.2% | |
| 180 | 27 | 0.2% | |
| 215 | 27 | 0.2% | |
| 232 | 24 | 0.2% | |
| 3 | 24 | 0.2% | |
| 134 | 23 | 0.2% | |
| 193 | 23 | 0.2% | |
| Other values (4818) | 12272 | 80.7% |
| Value | Count | Frequency (%) | |
| 0 | 2689 | 17.7% | |
| 1 | 2 | < 0.1% | |
| 2 | 2 | < 0.1% | |
| 3 | 24 | 0.2% | |
| 4 | 9 | 0.1% |
| Value | Count | Frequency (%) | |
| 172488 | 1 | < 0.1% | |
| 171990 | 1 | < 0.1% | |
| 171636 | 1 | < 0.1% | |
| 171619 | 1 | < 0.1% | |
| 171065 | 1 | < 0.1% |
ave_wkly_wage
Real number (ℝ≥0)
| Distinct count | 1911 |
|---|---|
| Unique (%) | 12.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1051.9241995924003 |
|---|---|
| Minimum | 2.0 |
| Maximum | 9999.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 118.8 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 320 |
| Q1 | 1000 |
| median | 1000 |
| Q3 | 1000 |
| 95-th percentile | 1928 |
| Maximum | 9999 |
| Range | 9997 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 569.5368174 |
|---|---|
| Coefficient of variation (CV) | 0.541423819 |
| Kurtosis | 42.79208353 |
| Mean | 1051.9242 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.657915574 |
| Sum | 16000819 |
| Variance | 324372.1864 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1000 | 9714 | 63.9% | |
| 500 | 382 | 2.5% | |
| 320 | 204 | 1.3% | |
| 600 | 148 | 1.0% | |
| 150 | 126 | 0.8% | |
| 100 | 121 | 0.8% | |
| 400 | 84 | 0.6% | |
| 1500 | 70 | 0.5% | |
| 1200 | 66 | 0.4% | |
| 300 | 61 | 0.4% | |
| Other values (1901) | 4235 | 27.8% |
| Value | Count | Frequency (%) | |
| 2 | 3 | < 0.1% | |
| 3 | 2 | < 0.1% | |
| 5 | 2 | < 0.1% | |
| 7 | 2 | < 0.1% | |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9999 | 1 | < 0.1% | |
| 9316 | 1 | < 0.1% | |
| 9200 | 1 | < 0.1% | |
| 9000 | 1 | < 0.1% | |
| 8900 | 1 | < 0.1% |
body_part_code
Real number (ℝ≥0)
| Distinct count | 46 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.0023667083032 |
|---|---|
| Minimum | 10 |
| Maximum | 90 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 118.8 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 33 |
| median | 38 |
| Q3 | 53 |
| 95-th percentile | 65 |
| Maximum | 90 |
| Range | 80 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 17.22066995 |
|---|---|
| Coefficient of variation (CV) | 0.4199920965 |
| Kurtosis | 0.53521489 |
| Mean | 41.00236671 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 0.4629484832 |
| Sum | 623687 |
| Variance | 296.5514737 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 36 | 1420 | 9.3% | |
| 42 | 1273 | 8.4% | |
| 53 | 1201 | 7.9% | |
| 18 | 1110 | 7.3% | |
| 14 | 1027 | 6.8% | |
| 55 | 898 | 5.9% | |
| 35 | 816 | 5.4% | |
| 38 | 707 | 4.6% | |
| 56 | 611 | 4.0% | |
| 54 | 566 | 3.7% | |
| Other values (36) | 5582 | 36.7% |
| Value | Count | Frequency (%) | |
| 10 | 25 | 0.2% | |
| 11 | 18 | 0.1% | |
| 12 | 35 | 0.2% | |
| 13 | 128 | 0.8% | |
| 14 | 1027 | 6.8% |
| Value | Count | Frequency (%) | |
| 90 | 551 | 3.6% | |
| 66 | 78 | 0.5% | |
| 65 | 306 | 2.0% | |
| 63 | 96 | 0.6% | |
| 62 | 25 | 0.2% |
cause_code
Real number (ℝ≥0)
| Distinct count | 10 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1497.672736835185 |
|---|---|
| Minimum | 1000 |
| Maximum | 1900 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 118.8 KiB |
Quantile statistics
| Minimum | 1000 |
|---|---|
| 5-th percentile | 1100 |
| Q1 | 1300 |
| median | 1500 |
| Q3 | 1700 |
| 95-th percentile | 1900 |
| Maximum | 1900 |
| Range | 900 |
| Interquartile range (IQR) | 400 |
Descriptive statistics
| Standard deviation | 236.2897539 |
|---|---|
| Coefficient of variation (CV) | 0.1577712861 |
| Kurtosis | -0.8417619407 |
| Mean | 1497.672737 |
| Median Absolute Deviation (MAD) | 200 |
| Skewness | 0.1100268958 |
| Sum | 22781100 |
| Variance | 55832.84779 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1500 | 4090 | 26.9% | |
| 1300 | 2600 | 17.1% | |
| 1700 | 2512 | 16.5% | |
| 1900 | 1999 | 13.1% | |
| 1200 | 1873 | 12.3% | |
| 1600 | 1001 | 6.6% | |
| 1100 | 552 | 3.6% | |
| 1400 | 353 | 2.3% | |
| 1000 | 211 | 1.4% | |
| 1800 | 20 | 0.1% |
| Value | Count | Frequency (%) | |
| 1000 | 211 | 1.4% | |
| 1100 | 552 | 3.6% | |
| 1200 | 1873 | 12.3% | |
| 1300 | 2600 | 17.1% | |
| 1400 | 353 | 2.3% |
| Value | Count | Frequency (%) | |
| 1900 | 1999 | 13.1% | |
| 1800 | 20 | 0.1% | |
| 1700 | 2512 | 16.5% | |
| 1600 | 1001 | 6.6% | |
| 1500 | 4090 | 26.9% |
claimant_age
Real number (ℝ≥0)
| Distinct count | 84 |
|---|---|
| Unique (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.17835776740517 |
|---|---|
| Minimum | 1.0 |
| Maximum | 91.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 118.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 23 |
| Q1 | 32 |
| median | 40 |
| Q3 | 47 |
| 95-th percentile | 59 |
| Maximum | 91 |
| Range | 90 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 10.94983816 |
|---|---|
| Coefficient of variation (CV) | 0.2725307545 |
| Kurtosis | -0.1070181697 |
| Mean | 40.17835777 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.2088697528 |
| Sum | 611153 |
| Variance | 119.8989556 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 40 | 2511 | 16.5% | |
| 41 | 427 | 2.8% | |
| 43 | 375 | 2.5% | |
| 36 | 373 | 2.5% | |
| 47 | 371 | 2.4% | |
| 46 | 371 | 2.4% | |
| 45 | 362 | 2.4% | |
| 34 | 362 | 2.4% | |
| 39 | 361 | 2.4% | |
| 24 | 359 | 2.4% | |
| Other values (74) | 9339 | 61.4% |
| Value | Count | Frequency (%) | |
| 1 | 6 | < 0.1% | |
| 2 | 2 | < 0.1% | |
| 3 | 2 | < 0.1% | |
| 4 | 2 | < 0.1% | |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 91 | 1 | < 0.1% | |
| 89 | 1 | < 0.1% | |
| 85 | 1 | < 0.1% | |
| 84 | 1 | < 0.1% | |
| 83 | 2 | < 0.1% |
gender_code
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 118.8 KiB |
| M | |
|---|---|
| F | |
| U | 82 |
| Value | Count | Frequency (%) | |
| M | 12201 | 80.2% | |
| F | 2928 | 19.2% | |
| U | 82 | 0.5% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
marital_status_code
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 118.8 KiB |
| unk | |
|---|---|
| U | 1378 |
| M | 1190 |
| S | 20 |
| Value | Count | Frequency (%) | |
| unk | 12623 | 83.0% | |
| U | 1378 | 9.1% | |
| M | 1190 | 7.8% | |
| S | 20 | 0.1% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.65971994 |
| Min length | 1 |
claim_st_code
Categorical
| Distinct count | 49 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 118.8 KiB |
| CA | |
|---|---|
| NY | 1112 |
| NM | 603 |
| GA | 528 |
| TX | 513 |
| Other values (44) |
| Value | Count | Frequency (%) | |
| CA | 8798 | 57.8% | |
| NY | 1112 | 7.3% | |
| NM | 603 | 4.0% | |
| GA | 528 | 3.5% | |
| TX | 513 | 3.4% | |
| NC | 491 | 3.2% | |
| LA | 435 | 2.9% | |
| NJ | 338 | 2.2% | |
| FL | 231 | 1.5% | |
| IL | 216 | 1.4% | |
| Other values (39) | 1946 | 12.8% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
depart_code
Categorical
| Distinct count | 24 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 118.8 KiB |
| unk | |
|---|---|
| 21.0 | 1151 |
| 17.0 | 960 |
| 8.0 | 845 |
| 3.0 | 685 |
| Other values (19) |
| Value | Count | Frequency (%) | |
| unk | 8001 | 52.6% | |
| 21.0 | 1151 | 7.6% | |
| 17.0 | 960 | 6.3% | |
| 8.0 | 845 | 5.6% | |
| 3.0 | 685 | 4.5% | |
| 6.0 | 573 | 3.8% | |
| 2.0 | 530 | 3.5% | |
| 14.0 | 465 | 3.1% | |
| 18.0 | 405 | 2.7% | |
| 11.0 | 337 | 2.2% | |
| Other values (14) | 1259 | 8.3% |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.271908487 |
| Min length | 3 |
domestic_foreign_code
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 118.8 KiB |
| D | |
|---|---|
| F | 216 |
| Value | Count | Frequency (%) | |
| D | 14995 | 98.6% | |
| F | 216 | 1.4% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
employ_status_code
Categorical
| Distinct count | 12 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 118.8 KiB |
| 7 | |
|---|---|
| 1 | 2353 |
| 8 | 184 |
| 2 | 93 |
| C | 65 |
| Other values (7) | 48 |
| Value | Count | Frequency (%) | |
| 7 | 12468 | 82.0% | |
| 1 | 2353 | 15.5% | |
| 8 | 184 | 1.2% | |
| 2 | 93 | 0.6% | |
| C | 65 | 0.4% | |
| 4 | 18 | 0.1% | |
| A | 13 | 0.1% | |
| 5 | 8 | 0.1% | |
| 6 | 3 | < 0.1% | |
| 9 | 2 | < 0.1% | |
| Other values (2) | 4 | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
handling_office
Categorical
| Distinct count | 28 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 118.8 KiB |
| LOS ANGELE | |
|---|---|
| SACRAMENTO | |
| DALLAS WC | 1341 |
| NEW JERSEY | 854 |
| LONG ISLAN | 531 |
| Other values (23) |
| Value | Count | Frequency (%) | |
| LOS ANGELE | 7025 | 46.2% | |
| SACRAMENTO | 1884 | 12.4% | |
| DALLAS WC | 1341 | 8.8% | |
| NEW JERSEY | 854 | 5.6% | |
| LONG ISLAN | 531 | 3.5% | |
| WC SOUTHEA | 517 | 3.4% | |
| CHARLOTTE | 509 | 3.3% | |
| IN-STATE A | 350 | 2.3% | |
| ATLANTA | 294 | 1.9% | |
| ILLINOIS | 272 | 1.8% | |
| Other values (18) | 1634 | 10.7% |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 9.700874367 |
| Min length | 6 |
| Distinct count | 1330 |
|---|---|
| Unique (%) | 8.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 118.8 KiB |
| LOS ANGELES | |
|---|---|
| UNKNOWN | 1526 |
| BURBANK | 1478 |
| NEW ORLEANS | 605 |
| NEW YORK | 389 |
| Other values (1325) |
| Value | Count | Frequency (%) | |
| LOS ANGELES | 2257 | 14.8% | |
| UNKNOWN | 1526 | 10.0% | |
| BURBANK | 1478 | 9.7% | |
| NEW ORLEANS | 605 | 4.0% | |
| NEW YORK | 389 | 2.6% | |
| BROOKLYN | 385 | 2.5% | |
| WILMINGTON | 319 | 2.1% | |
| CULVER CITY | 291 | 1.9% | |
| AUSTIN | 260 | 1.7% | |
| ATLANTA | 221 | 1.5% | |
| Other values (1320) | 7480 | 49.2% |
Length
| Max length | 19 |
|---|---|
| Median length | 8 |
| Mean length | 9.116889093 |
| Min length | 1 |
| Distinct count | 1824 |
|---|---|
| Unique (%) | 12.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 118.8 KiB |
| 91502 | |
|---|---|
| 95816 | 392 |
| 90038 | 298 |
| 90028 | 216 |
| 90001 | 216 |
| Other values (1819) |
| Value | Count | Frequency (%) | |
| 91502 | 4991 | 32.8% | |
| 95816 | 392 | 2.6% | |
| 90038 | 298 | 2.0% | |
| 90028 | 216 | 1.4% | |
| 90001 | 216 | 1.4% | |
| 91505 | 194 | 1.3% | |
| 90232 | 168 | 1.1% | |
| 91504 | 165 | 1.1% | |
| 91608 | 156 | 1.0% | |
| 91521 | 125 | 0.8% | |
| Other values (1814) | 8290 | 54.5% |
Length
| Max length | 9 |
|---|---|
| Median length | 5 |
| Mean length | 4.992308198 |
| Min length | 3 |
| Distinct count | 53 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 118.8 KiB |
| CA | |
|---|---|
| NY | 1346 |
| LA | 1127 |
| GA | 651 |
| NC | 573 |
| Other values (48) |
| Value | Count | Frequency (%) | |
| CA | 7914 | 52.0% | |
| NY | 1346 | 8.8% | |
| LA | 1127 | 7.4% | |
| GA | 651 | 4.3% | |
| NC | 573 | 3.8% | |
| TX | 399 | 2.6% | |
| NM | 381 | 2.5% | |
| PA | 304 | 2.0% | |
| MI | 271 | 1.8% | |
| UT | 262 | 1.7% | |
| Other values (43) | 1983 | 13.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
jurisdiction_code
Categorical
| Distinct count | 47 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 118.8 KiB |
| CA | |
|---|---|
| NY | 1514 |
| LA | 847 |
| GA | 562 |
| NC | 526 |
| Other values (42) |
| Value | Count | Frequency (%) | |
| CA | 8970 | 59.0% | |
| NY | 1514 | 10.0% | |
| LA | 847 | 5.6% | |
| GA | 562 | 3.7% | |
| NC | 526 | 3.5% | |
| TX | 350 | 2.3% | |
| NM | 329 | 2.2% | |
| PA | 236 | 1.6% | |
| UT | 236 | 1.6% | |
| IL | 233 | 1.5% | |
| Other values (37) | 1408 | 9.3% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
lost_time_or_medicalonly_code
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 118.8 KiB |
| MO | |
|---|---|
| LT |
| Value | Count | Frequency (%) | |
| MO | 11648 | 76.6% | |
| LT | 3563 | 23.4% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
nature_injury_code
Real number (ℝ≥0)
| Distinct count | 45 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.6458483991848 |
|---|---|
| Minimum | 1 |
| Maximum | 91 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 118.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 36 |
| median | 43 |
| Q3 | 52 |
| 95-th percentile | 59 |
| Maximum | 91 |
| Range | 90 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 17.15199328 |
|---|---|
| Coefficient of variation (CV) | 0.4118536166 |
| Kurtosis | 0.0766656238 |
| Mean | 41.6458484 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | -0.4636156896 |
| Sum | 633475 |
| Variance | 294.1908735 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 52 | 3515 | 23.1% | |
| 40 | 2413 | 15.9% | |
| 59 | 2203 | 14.5% | |
| 10 | 1597 | 10.5% | |
| 49 | 1013 | 6.7% | |
| 43 | 784 | 5.2% | |
| 25 | 759 | 5.0% | |
| 37 | 664 | 4.4% | |
| 28 | 553 | 3.6% | |
| 36 | 200 | 1.3% | |
| Other values (35) | 1510 | 9.9% |
| Value | Count | Frequency (%) | |
| 1 | 72 | 0.5% | |
| 2 | 8 | 0.1% | |
| 3 | 4 | < 0.1% | |
| 4 | 177 | 1.2% | |
| 7 | 69 | 0.5% |
| Value | Count | Frequency (%) | |
| 91 | 60 | 0.4% | |
| 90 | 115 | 0.8% | |
| 80 | 55 | 0.4% | |
| 78 | 14 | 0.1% | |
| 77 | 14 | 0.1% |
#dependents
Categorical
| Distinct count | 10 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 118.8 KiB |
| unk | |
|---|---|
| 1.0 | 256 |
| 2.0 | 173 |
| 3.0 | 80 |
| 4.0 | 28 |
| Other values (5) | 17 |
| Value | Count | Frequency (%) | |
| unk | 14657 | 96.4% | |
| 1.0 | 256 | 1.7% | |
| 2.0 | 173 | 1.1% | |
| 3.0 | 80 | 0.5% | |
| 4.0 | 28 | 0.2% | |
| 5.0 | 8 | 0.1% | |
| 9.0 | 3 | < 0.1% | |
| 6.0 | 3 | < 0.1% | |
| 7.0 | 2 | < 0.1% | |
| 18.0 | 1 | < 0.1% |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.000065742 |
| Min length | 3 |
osha_injury_type_code
Real number (ℝ≥0)
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0329366905528894 |
|---|---|
| Minimum | 1.0 |
| Maximum | 6.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 118.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2853534802 |
|---|---|
| Coefficient of variation (CV) | 0.276254569 |
| Kurtosis | 140.2068312 |
| Mean | 1.032936691 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.05400215 |
| Sum | 15712 |
| Variance | 0.08142660868 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1 | 14934 | 98.2% | |
| 2 | 156 | 1.0% | |
| 3 | 60 | 0.4% | |
| 4 | 27 | 0.2% | |
| 5 | 26 | 0.2% | |
| 6 | 8 | 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 14934 | 98.2% | |
| 2 | 156 | 1.0% | |
| 3 | 60 | 0.4% | |
| 4 | 27 | 0.2% | |
| 5 | 26 | 0.2% |
| Value | Count | Frequency (%) | |
| 6 | 8 | 0.1% | |
| 5 | 26 | 0.2% | |
| 4 | 27 | 0.2% | |
| 3 | 60 | 0.4% | |
| 2 | 156 | 1.0% |
| Distinct count | 10 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.985273815002301 |
|---|---|
| Minimum | 1.0 |
| Maximum | 15.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 118.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 10 |
| median | 10 |
| Q3 | 10 |
| 95-th percentile | 10 |
| Maximum | 15 |
| Range | 14 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3666488551 |
|---|---|
| Coefficient of variation (CV) | 0.03671895853 |
| Kurtosis | 505.9408314 |
| Mean | 9.985273815 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -20.44536795 |
| Sum | 151886 |
| Variance | 0.1344313829 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 10 | 15158 | 99.7% | |
| 1 | 19 | 0.1% | |
| 9 | 11 | 0.1% | |
| 7 | 6 | < 0.1% | |
| 14 | 5 | < 0.1% | |
| 6 | 4 | < 0.1% | |
| 15 | 2 | < 0.1% | |
| 4 | 2 | < 0.1% | |
| 2 | 2 | < 0.1% | |
| 5 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 19 | 0.1% | |
| 2 | 2 | < 0.1% | |
| 4 | 2 | < 0.1% | |
| 5 | 2 | < 0.1% | |
| 6 | 4 | < 0.1% |
| Value | Count | Frequency (%) | |
| 15 | 2 | < 0.1% | |
| 14 | 5 | < 0.1% | |
| 10 | 15158 | 99.7% | |
| 9 | 11 | 0.1% | |
| 7 | 6 | < 0.1% |
type_loss_code
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 118.8 KiB |
| 3 | |
|---|---|
| 1 | 152 |
| Value | Count | Frequency (%) | |
| 3 | 15059 | 99.0% | |
| 1 | 152 | 1.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
reforms_dummy
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 118.8 KiB |
| unk | |
|---|---|
| California Refom 1 | |
| California Refom 0 | |
| California Reform 2 | 1086 |
| Value | Count | Frequency (%) | |
| unk | 6241 | 41.0% | |
| California Refom 1 | 4922 | 32.4% | |
| California Refom 0 | 2962 | 19.5% | |
| California Reform 2 | 1086 | 7.1% |
Length
| Max length | 19 |
|---|---|
| Median length | 18 |
| Mean length | 11.91696798 |
| Min length | 3 |
length_employed
Real number (ℝ≥0)
| Distinct count | 46 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.629478666754323 |
|---|---|
| Minimum | 1.0 |
| Maximum | 60.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 118.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 11 |
| 95-th percentile | 15 |
| Maximum | 60 |
| Range | 59 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 4.545754981 |
|---|---|
| Coefficient of variation (CV) | 0.5958146263 |
| Kurtosis | 7.719798073 |
| Mean | 7.629478667 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.228233581 |
| Sum | 116052 |
| Variance | 20.66388835 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 7 | 1806 | 11.9% | |
| 4 | 1342 | 8.8% | |
| 2 | 1234 | 8.1% | |
| 3 | 1121 | 7.4% | |
| 11 | 1069 | 7.0% | |
| 5 | 1050 | 6.9% | |
| 10 | 1033 | 6.8% | |
| 13 | 900 | 5.9% | |
| 12 | 887 | 5.8% | |
| 6 | 872 | 5.7% | |
| Other values (36) | 3897 | 25.6% |
| Value | Count | Frequency (%) | |
| 1 | 868 | 5.7% | |
| 2 | 1234 | 8.1% | |
| 3 | 1121 | 7.4% | |
| 4 | 1342 | 8.8% | |
| 5 | 1050 | 6.9% |
| Value | Count | Frequency (%) | |
| 60 | 1 | < 0.1% | |
| 55 | 1 | < 0.1% | |
| 54 | 1 | < 0.1% | |
| 52 | 1 | < 0.1% | |
| 51 | 3 | < 0.1% |
| Distinct count | 246 |
|---|---|
| Unique (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.903490894747223 |
|---|---|
| Minimum | -1094.0 |
| Maximum | 1994.0 |
| Zeros | 3172 |
| Zeros (%) | 20.9% |
| Memory size | 118.8 KiB |
Quantile statistics
| Minimum | -1094 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 27 |
| Maximum | 1994 |
| Range | 3088 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 44.82755059 |
|---|---|
| Coefficient of variation (CV) | 5.671867177 |
| Kurtosis | 656.4433692 |
| Mean | 7.903490895 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 18.6287836 |
| Sum | 120220 |
| Variance | 2009.509292 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1 | 3746 | 24.6% | |
| 0 | 3172 | 20.9% | |
| 2 | 1704 | 11.2% | |
| 3 | 1367 | 9.0% | |
| 4 | 1035 | 6.8% | |
| 5 | 703 | 4.6% | |
| 6 | 571 | 3.8% | |
| 7 | 449 | 3.0% | |
| 8 | 282 | 1.9% | |
| 9 | 164 | 1.1% | |
| Other values (236) | 2018 | 13.3% |
| Value | Count | Frequency (%) | |
| -1094 | 1 | < 0.1% | |
| -693 | 1 | < 0.1% | |
| -363 | 1 | < 0.1% | |
| -362 | 1 | < 0.1% | |
| -346 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1994 | 1 | < 0.1% | |
| 1795 | 1 | < 0.1% | |
| 1245 | 1 | < 0.1% | |
| 1213 | 1 | < 0.1% | |
| 1141 | 2 | < 0.1% |
| Distinct count | 411 |
|---|---|
| Unique (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.78745644599303 |
|---|---|
| Minimum | -31.0 |
| Maximum | 4200.0 |
| Zeros | 11197 |
| Zeros (%) | 73.6% |
| Memory size | 118.8 KiB |
Quantile statistics
| Minimum | -31 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 19 |
| Maximum | 4200 |
| Range | 4231 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 163.4682898 |
|---|---|
| Coefficient of variation (CV) | 8.261207815 |
| Kurtosis | 208.3063019 |
| Mean | 19.78745645 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.04614826 |
| Sum | 300987 |
| Variance | 26721.88178 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 11197 | 73.6% | |
| 1 | 1371 | 9.0% | |
| 2 | 435 | 2.9% | |
| 3 | 350 | 2.3% | |
| 4 | 243 | 1.6% | |
| 5 | 161 | 1.1% | |
| 7 | 126 | 0.8% | |
| 6 | 118 | 0.8% | |
| 8 | 63 | 0.4% | |
| 9 | 60 | 0.4% | |
| Other values (401) | 1087 | 7.1% |
| Value | Count | Frequency (%) | |
| -31 | 1 | < 0.1% | |
| -10 | 1 | < 0.1% | |
| -5 | 1 | < 0.1% | |
| -3 | 1 | < 0.1% | |
| -2 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4200 | 1 | < 0.1% | |
| 3889 | 1 | < 0.1% | |
| 3765 | 1 | < 0.1% | |
| 3524 | 1 | < 0.1% | |
| 3334 | 1 | < 0.1% |
length_how_injury
Real number (ℝ≥0)
| Distinct count | 51 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.90283347577411 |
|---|---|
| Minimum | 7 |
| Maximum | 60 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 118.8 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 45 |
| Q1 | 59 |
| median | 60 |
| Q3 | 60 |
| 95-th percentile | 60 |
| Maximum | 60 |
| Range | 53 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 5.714730541 |
|---|---|
| Coefficient of variation (CV) | 0.09869517946 |
| Kurtosis | 17.47744287 |
| Mean | 57.90283348 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -3.879369303 |
| Sum | 880760 |
| Variance | 32.65814516 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 60 | 10230 | 67.3% | |
| 59 | 2495 | 16.4% | |
| 58 | 232 | 1.5% | |
| 57 | 219 | 1.4% | |
| 56 | 165 | 1.1% | |
| 55 | 162 | 1.1% | |
| 54 | 137 | 0.9% | |
| 53 | 135 | 0.9% | |
| 51 | 129 | 0.8% | |
| 49 | 111 | 0.7% | |
| Other values (41) | 1196 | 7.9% |
| Value | Count | Frequency (%) | |
| 7 | 7 | < 0.1% | |
| 8 | 1 | < 0.1% | |
| 10 | 1 | < 0.1% | |
| 11 | 1 | < 0.1% | |
| 12 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 60 | 10230 | 67.3% | |
| 59 | 2495 | 16.4% | |
| 58 | 232 | 1.5% | |
| 57 | 219 | 1.4% | |
| 56 | 165 | 1.1% |
shift
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 118.8 KiB |
| 2nd | |
|---|---|
| 1st | |
| 3rd |
| Value | Count | Frequency (%) | |
| 2nd | 6998 | 46.0% | |
| 1st | 6003 | 39.5% | |
| 3rd | 2210 | 14.5% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| Dependent | ave_wkly_wage | body_part_code | cause_code | claimant_age | gender_code | marital_status_code | claim_st_code | depart_code | domestic_foreign_code | employ_status_code | handling_office | injury_city | injury_postal | injury_state_code | jurisdiction_code | lost_time_or_medicalonly_code | nature_injury_code | #dependents | osha_injury_type_code | severity_index_code | type_loss_code | reforms_dummy | length_employed | diff_carrier_employer | diff_employer_injury | length_how_injury | shift | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 98679 | 500.0 | 46 | 1700 | 21.0 | F | unk | CA | unk | D | 1 | LOS ANGELE | PORTLAND | 97201 | OR | CA | LT | 28 | unk | 1.0 | 9.0 | 3.0 | California Refom 0 | 14.0 | 4.0 | 0.0 | 57 | 2nd |
| 1 | 55727 | 1037.0 | 42 | 1500 | 40.0 | M | unk | CA | unk | D | 1 | IN-STATE A | PEARL HARBOR | 91502 | HI | HI | LT | 52 | 1.0 | 1.0 | 10.0 | 3.0 | unk | 14.0 | 1.0 | 2.0 | 51 | 1st |
| 2 | 98615 | 1226.0 | 90 | 1500 | 49.0 | M | unk | ID | unk | D | 7 | LOS ANGELE | BURBANK | 91502 | CA | CA | LT | 59 | unk | 1.0 | 10.0 | 3.0 | California Refom 0 | 7.0 | 8.0 | 632.0 | 60 | 1st |
| 3 | 51396 | 1000.0 | 18 | 1900 | 51.0 | M | unk | ID | unk | D | 7 | LOS ANGELE | BURBANK | 91502 | CA | CA | LT | 59 | unk | 1.0 | 10.0 | 3.0 | California Refom 0 | 7.0 | 1.0 | 200.0 | 60 | 1st |
| 4 | 4079 | 1000.0 | 30 | 1500 | 55.0 | M | unk | CA | unk | D | 7 | LOS ANGELE | BURBANK | 91502 | CA | CA | LT | 78 | unk | 1.0 | 10.0 | 1.0 | California Refom 0 | 7.0 | 0.0 | 444.0 | 60 | 1st |
| 5 | 1909 | 1129.0 | 42 | 1500 | 49.0 | M | unk | CA | unk | D | 7 | LOS ANGELE | UNKNOWN | 91502 | CA | CA | LT | 59 | unk | 1.0 | 10.0 | 3.0 | California Refom 0 | 15.0 | 3.0 | 1254.0 | 60 | 1st |
| 6 | 6687 | 1000.0 | 42 | 1500 | 36.0 | M | unk | CA | unk | D | 7 | LOS ANGELE | MISSION HILLS | 91345 | CA | CA | LT | 52 | unk | 1.0 | 10.0 | 3.0 | California Refom 0 | 7.0 | 10.0 | 1223.0 | 60 | 1st |
| 7 | 5352 | 1000.0 | 42 | 1500 | 45.0 | M | unk | CA | unk | D | 7 | LOS ANGELE | BURBANK | 91504 | CA | CA | LT | 52 | unk | 1.0 | 10.0 | 3.0 | California Refom 0 | 7.0 | 6.0 | 436.0 | 60 | 1st |
| 8 | 6324 | 1000.0 | 54 | 1500 | 45.0 | M | unk | CA | unk | D | 1 | LOS ANGELE | LAS VEGAS | 89104 | NV | CA | LT | 52 | unk | 1.0 | 10.0 | 3.0 | California Refom 0 | 13.0 | 2.0 | 642.0 | 60 | 1st |
| 9 | 2282 | 80.0 | 48 | 1900 | 58.0 | M | unk | CA | unk | D | 7 | LOS ANGELE | UNKNOWN | 91502 | CA | CA | LT | 61 | unk | 1.0 | 10.0 | 1.0 | California Refom 0 | 7.0 | -25.0 | 639.0 | 60 | 1st |
Last rows
| Dependent | ave_wkly_wage | body_part_code | cause_code | claimant_age | gender_code | marital_status_code | claim_st_code | depart_code | domestic_foreign_code | employ_status_code | handling_office | injury_city | injury_postal | injury_state_code | jurisdiction_code | lost_time_or_medicalonly_code | nature_injury_code | #dependents | osha_injury_type_code | severity_index_code | type_loss_code | reforms_dummy | length_employed | diff_carrier_employer | diff_employer_injury | length_how_injury | shift | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 15201 | 264 | 1000.0 | 61 | 1500 | 38.0 | M | unk | VA | 18.0 | D | 7 | WC SOUTHEA | RICHMOND | 23222 | VA | VA | MO | 52 | unk | 1.0 | 10.0 | 3.0 | unk | 1.0 | 0.0 | 0.0 | 60 | 1st |
| 15202 | 1034 | 1000.0 | 12 | 1700 | 48.0 | M | unk | FL | 20.0 | D | 7 | WC SOUTHEA | STONE MOUNTAIN | 30087 | GA | FL | MO | 7 | unk | 1.0 | 10.0 | 3.0 | unk | 1.0 | 2.0 | 0.0 | 60 | 3rd |
| 15203 | 926 | 1000.0 | 54 | 1200 | 60.0 | M | unk | AZ | 19.0 | D | 7 | WC SOUTHEA | FAYETTEVILLE | 30214 | GA | GA | MO | 36 | unk | 1.0 | 10.0 | 3.0 | unk | 1.0 | 13.0 | 5.0 | 60 | 2nd |
| 15204 | 780 | 1000.0 | 38 | 1500 | 39.0 | F | unk | GA | 8.0 | D | 7 | WC SOUTHEA | SENOIA | 30276 | GA | GA | MO | 52 | unk | 1.0 | 10.0 | 3.0 | unk | 1.0 | 2.0 | 0.0 | 59 | 3rd |
| 15205 | 0 | 1000.0 | 35 | 1200 | 44.0 | M | unk | NC | 8.0 | D | 7 | WC SOUTHEA | WILMINGTON | 28401 | NC | NC | MO | 40 | unk | 1.0 | 10.0 | 3.0 | unk | 1.0 | 0.0 | 0.0 | 60 | 1st |
| 15206 | 2405 | 1000.0 | 53 | 1300 | 21.0 | F | unk | GA | 6.0 | D | 7 | WC SOUTHEA | FAYETTEVILLE | 30214 | GA | GA | MO | 37 | unk | 1.0 | 10.0 | 3.0 | unk | 1.0 | 0.0 | 0.0 | 60 | 2nd |
| 15207 | 1807 | 6486.0 | 38 | 1500 | 33.0 | M | unk | GA | 20.0 | D | 1 | WC SOUTHEA | PEACHTREE CITY | 91502 | GA | GA | LT | 52 | unk | 1.0 | 10.0 | 3.0 | unk | 1.0 | 0.0 | 0.0 | 60 | 2nd |
| 15208 | 0 | 1000.0 | 55 | 1500 | 33.0 | M | U | VA | 22.0 | D | 7 | WC SOUTHEA | HENRICO | 23238 | VA | VA | MO | 49 | unk | 1.0 | 10.0 | 3.0 | unk | 1.0 | 1.0 | 0.0 | 60 | 3rd |
| 15209 | 507 | 1000.0 | 33 | 1500 | 34.0 | M | unk | GA | 3.0 | D | 7 | WC SOUTHEA | HIRAM | 30141 | GA | GA | MO | 52 | unk | 1.0 | 10.0 | 3.0 | unk | 1.0 | 1.0 | 0.0 | 60 | 2nd |
| 15210 | 0 | 1000.0 | 42 | 1500 | 49.0 | F | unk | MO | 11.0 | D | 7 | WC SOUTHEA | NASHVILLE | 37214 | TN | SC | MO | 52 | unk | 1.0 | 10.0 | 3.0 | unk | 1.0 | 0.0 | 3.0 | 60 | 3rd |
Most frequent
| Dependent | ave_wkly_wage | body_part_code | cause_code | claimant_age | gender_code | marital_status_code | claim_st_code | depart_code | domestic_foreign_code | employ_status_code | handling_office | injury_city | injury_postal | injury_state_code | jurisdiction_code | lost_time_or_medicalonly_code | nature_injury_code | #dependents | osha_injury_type_code | severity_index_code | type_loss_code | reforms_dummy | length_employed | diff_carrier_employer | diff_employer_injury | length_how_injury | shift | count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 90307 | 100.0 | 90 | 1500 | 49.0 | M | M | CA | unk | D | 1 | LOS ANGELE | BURBANK | 91502 | CA | CA | LT | 80 | 1.0 | 1.0 | 10.0 | 1.0 | California Refom 0 | 12.0 | 2.0 | 145.0 | 59 | 1st | 2 |
| 1 | 126087 | 1000.0 | 90 | 1900 | 39.0 | M | U | CA | unk | D | 7 | LOS ANGELE | BURBANK | 91502 | CA | CA | LT | 59 | 1.0 | 1.0 | 10.0 | 3.0 | California Refom 1 | 12.0 | 0.0 | 600.0 | 60 | 1st | 2 |